rename as mini llm flow is poor

README.md

@@ -3,9 +3,9 @@
 ![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)
 [![Docs](https://img.shields.io/badge/docs-latest-blue)](https://minillmflow.github.io/PocketFlow/)
 
-A [100-line](packetflow/__init__.py) minimalist LLM framework for ([Multi-](https://minillmflow.github.io/PocketFlow/multi_agent.html))[Agents](https://minillmflow.github.io/PocketFlow/agent.html), [task decomposition](https://minillmflow.github.io/PocketFlow/decomp.html), [RAG](https://minillmflow.github.io/PocketFlow/rag.html), etc.
+A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](https://minillmflow.github.io/PocketFlow/multi_agent.html))[Agents](https://minillmflow.github.io/PocketFlow/agent.html), [task decomposition](https://minillmflow.github.io/PocketFlow/decomp.html), [RAG](https://minillmflow.github.io/PocketFlow/rag.html), etc.
 
-- Install via  ```pip install packetflow```, or just copy the [source codes](packetflow/__init__.py) (only 100 lines)
+- Install via  ```pip install pocketflow```, or just copy the [source codes](pocketflow/__init__.py) (only 100 lines)
 
 - **💡 Pro tip!!** Build LLM apps with LLMs assistants (ChatGPT, Claude, Cursor.ai, etc.)
 

docs/essay.md

@@ -8,7 +8,7 @@ nav_order: 1
 # Summarization + QA agent for Paul Graham Essay
 
 ```python
-from minillmflow import *
+from pocketflow import *
 import openai, os, yaml
 
 # Minimal LLM wrapper
@@ -25,7 +25,7 @@ shared = {"data": {}, "summary": {}}
 # Load data into shared['data']
 class LoadData(Node):
     def prep(self, shared):
-        path = "./miniLLMFlow/data/PaulGrahamEssaysLarge"
+        path = "./PocketFlow/data/PaulGrahamEssaysLarge"
         for fn in os.listdir(path):
             with open(os.path.join(path, fn), 'r') as f:
                 shared['data'][fn] = f.read()

docs/index.md

@@ -4,9 +4,9 @@ title: "Home"
 nav_order: 1
 ---
 
-# Mini LLM Flow
+# Pocke tFlow
 
-A [100-line](https://github.com/zachary62/miniLLMFlow/blob/main/minillmflow/__init__.py) minimalist LLM framework for *Agents, Task Decomposition, RAG, etc*.
+A [100-line](https://github.com/miniLLMFlow/PocketFlow/blob/main/packetflow/__init__.py) minimalist LLM framework for *Agents, Task Decomposition, RAG, etc*.
 
 
 We model the LLM workflow as a **Nested Directed Graph**:
@@ -19,7 +19,7 @@ We model the LLM workflow as a **Nested Directed Graph**:
 
 
 <div align="center">
-  <img src="https://github.com/zachary62/miniLLMFlow/blob/main/assets/minillmflow.jpg?raw=true" width="400"/>
+  <img src="https://github.com/miniLLMFlow/PocketFlow/raw/main/assets/minillmflow.jpg?raw=true" width="400"/>
 </div>
 
 

docs/node.md

@@ -7,7 +7,7 @@ nav_order: 1
 
 # Node
 
-A **Node** is the smallest building block of Mini LLM Flow. Each Node has 3 steps:
+A **Node** is the smallest building block. Each Node has 3 steps:
 
 1. `prep(shared)`
    - A reliable step for preprocessing data from the `shared` store. 
@@ -31,7 +31,7 @@ A **Node** is the smallest building block of Mini LLM Flow. Each Node has 3 step
 
 ## Fault Tolerance & Retries
 
-Nodes in Mini LLM Flow can **retry** execution if `exec()` raises an exception. You control this via two parameters when you create the Node:
+Nodes can **retry** execution if `exec()` raises an exception. You control this via two parameters when you create the Node:
 
 - `max_retries` (int): How many times to try running `exec()`. The default is `1`, which means **no** retry.
 - `wait` (int): The time to wait (in **seconds**) before each retry attempt. By default, `wait=0` (i.e., no waiting). Increasing this is helpful when you encounter rate-limits or quota errors from your LLM provider and need to back off.

setup.py

@@ -1,7 +1,7 @@
 from setuptools import setup, find_packages
 
 setup(
-    name="packetflow",
+    name="pocketflow",
     version="0.0.0",
     packages=find_packages(),
     author="Zachary Huang",

tests/test_async_batch_flow.py

@@ -4,7 +4,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import AsyncNode, AsyncBatchFlow
+from pocketflow import AsyncNode, AsyncBatchFlow
 
 class AsyncDataProcessNode(AsyncNode):
     async def prep_async(self, shared_storage):

tests/test_async_batch_node.py

@@ -4,7 +4,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import AsyncNode, AsyncBatchNode, AsyncFlow
+from pocketflow import AsyncNode, AsyncBatchNode, AsyncFlow
 
 class AsyncArrayChunkNode(AsyncBatchNode):
     def __init__(self, chunk_size=10):

tests/test_async_flow.py

@@ -4,7 +4,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import Node, AsyncNode, AsyncFlow
+from pocketflow import Node, AsyncNode, AsyncFlow
 
 
 class AsyncNumberNode(AsyncNode):

tests/test_async_parallel_batch_flow.py

@@ -4,7 +4,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import AsyncNode, AsyncParallelBatchNode, AsyncParallelBatchFlow
+from pocketflow import AsyncNode, AsyncParallelBatchNode, AsyncParallelBatchFlow
 
 class AsyncParallelNumberProcessor(AsyncParallelBatchNode):
     def __init__(self, delay=0.1):

tests/test_async_parallel_batch_node.py

@@ -4,7 +4,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import AsyncParallelBatchNode, AsyncParallelBatchFlow
+from pocketflow import AsyncParallelBatchNode, AsyncParallelBatchFlow
 
 class AsyncParallelNumberProcessor(AsyncParallelBatchNode):
     def __init__(self, delay=0.1):

tests/test_batch_flow.py

@@ -3,7 +3,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import Node, BatchFlow, Flow
+from pocketflow import Node, BatchFlow, Flow
 
 class DataProcessNode(Node):
     def prep(self, shared_storage):

tests/test_batch_node.py

@@ -3,7 +3,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import Node, BatchNode, Flow
+from pocketflow import Node, BatchNode, Flow
 
 class ArrayChunkNode(BatchNode):
     def __init__(self, chunk_size=10):

tests/test_fall_back.py

@@ -4,7 +4,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import Node, AsyncNode, Flow, AsyncFlow
+from pocketflow import Node, AsyncNode, Flow, AsyncFlow
 
 class FallbackNode(Node):
     def __init__(self, should_fail=True, max_retries=1):

tests/test_flow_basic.py

@@ -3,7 +3,7 @@ import sys
 from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import Node, Flow
+from pocketflow import Node, Flow
 
 class NumberNode(Node):
     def __init__(self, number):

tests/test_flow_composition.py

@@ -5,7 +5,7 @@ from pathlib import Path
 
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
-from minillmflow import Node, Flow
+from pocketflow import Node, Flow
 
 # Simple example Nodes
 class NumberNode(Node):